Observations

There are 4,454 observations (visits) in the data. Of these, 23 were missing geographic coordinates and 2 had a clearly erroneous longitude values. After removal of the observations with missing or erroneous coordinates, there are 4,429 remaining. Of those visits, 1,620 were for Immunization, 1,651 were for OPD, and 1,155 were for Antenatal Clinic. The observations are mapped by visit type below.

Summary

Each observation has parish attribute, which was reported during the visit. The observations were converted to a spatial data format based on the estimated location of their residence, which allowed them to be overlain with a spatial data layer containing the boundaries of the Uganda’s provinces. The agreement between user-reported province and GIS-derived province are presented below.

Parish of Residence Observations Matches Match Percent
Bugoye 962 890 92.5
Ibanda 1181 957 81.0
Katooke 1054 919 87.2
Kibirizi 434 376 86.6
Muhambo 798 774 97.0

Visits by Site

Each observation represents a visit at one of 8 clinics. The number of visits per clinic are summarized in the table below; in the following map, observations are color coded by clinic (clinic locations are also mapped).

Site Observations
Bugoye HC III 1245
Ibanda HC II 442
Katooke HC II 543
Kibirizi HC II 293
Kisamba HC II 341
Maghoma HC II 504
Nyangonge HC II 338
RMS Clinic 721